RAG
3 articles on RAG from Ayoob AI, the full code AI automation agency based in Newcastle upon Tyne.
RAG vs Fine-Tuning: Which One Does Your Business Actually Need? (2026)
RAG vs fine-tuning explained: do you retrain the model on your data or let it look it up? When to use each, why you do both, and how data stays private.
5 min read·2026-06-21
What Is a Vector Database? Semantic Search, Explained (2026)
A plain-English guide to vector databases and embeddings: how computers search by meaning not keywords, why they power RAG, and how to keep data private.
4 min read·2026-06-21
RAG Systems Explained: How Private AI Search Actually Works
What RAG systems are, how they work, and why they matter for companies that need AI to search proprietary data without exposing it to third parties.
4 min read·2026-04-09
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